Charles R. G. Guttmann

38 papers A 7B 2Misc 1Journal 22Unranked 6

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Assessing clinical utility of machine learning and artificial intelligence approaches to analyze speech recordings in multiple sclerosis: A pilot study. Comput. Biol. Medicine Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov
2021	J	`jnl`	Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study. CoRR Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov
2017	J	`jnl`	Boutiques: a flexible framework for automated application integration in computing platforms. CoRR Tristan Glatard, Gregory Kiar, Tristan Aumentado-Armstrong, Natacha Beck, Pierre Bellec, Rémi Bernard, Axel Bonnet, Sorina Camarasu-Pop, Frédéric Cervenansky, Samir Das, Rafael Ferreira da Silva, Guillaume Flandin, Pascal Girard, Krzysztof J. Gorgolewski, Charles R. G. Guttmann, Valérie Hayot-Sasson, Pierre-Olivier Quirion, Pierre Rioux, Marc-Etienne Rousseau, Alan C. Evans
2017	B	`conf`	Large deep neural networks for MS lesion segmentation. Image Processing Juan-Carlos Prieto, Michele Cavallari, Miklos Palotai, Alfredo Morales Pinzón, Svetlana Egorova, Martin Styner, Charles R. G. Guttmann
2017	—	`conf`	Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. MICCAI (3) Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III
2017	J	`jnl`	Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. CoRR Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III
2016	—	`conf`	Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series. ISBI Simon Mure, Thomas Grenier, Charles R. G. Guttmann, François Cotton, Hugues Benoit-Cattin
2016	Misc	`conf`	Unsupervised time-series clustering of distorted and asynchronous temporal patterns. ICASSP Simon Mure, Thomas Grenier, Charles R. G. Guttmann, Hugues Benoit-Cattin
2015	J	`jnl`	Unsupervised spatio-temporal filtering of image sequences. A mean-shift specification. Pattern Recognit. Lett. Simon Mure, Thomas Grenier, Dominik S. Meier, Charles R. G. Guttmann, Hugues Benoit-Cattin
2015	J	`jnl`	Using multiple imputation to efficiently correct cerebral MRI whole brain lesion and atrophy data in patients with multiple sclerosis. NeuroImage Alicia S. Chua, Svetlana Egorova, Mark C. Anderson, Mariann Polgar-Turcsanyi, Tanuja Chitnis, Howard L. Weiner, Charles R. G. Guttmann, Rohit Bakshi, Brian C. Healy
2011	J	`jnl`	Cognitive profile and brain morphological changes in obstructive sleep apnea. NeuroImage Federico Torelli, Nicola Moscufo, Girolamo Garreffa, Fabio Placidi, Andrea Romigi, Silvana Zannino, Marco Bozzali, Fabrizio Fasano, Giovanni Giulietti, Ina Djonlagic, Atul Malhotra, Maria Grazia Marciani, Charles R. G. Guttmann
2010	J	`jnl`	Disease modeling in multiple sclerosis: Assessment and quantification of sources of variability in brain parenchymal fraction measurements. NeuroImage Mehul P. Sampat, Brian C. Healy, Dominik S. Meier, Elisa Dell'Oglio, Maria Liguori, Charles R. G. Guttmann
2010	J	`jnl`	Reliability and validity of MRI-based automated volumetry software relative to auto-assisted manual measurement of subcortical structures in HIV-infected patients from a multisite study. NeuroImage Jeffrey Dewey, George Hana, Troy Russell, Jared Price, Daniel McCaffrey, Jaroslaw Harezlak, Ekta Sem, Joy C. Anyanwu, Charles R. G. Guttmann, Bradford Navia, Ronald Cohen, David F. Tate
2009	J	`jnl`	3 T MRI relaxometry detects T2 prolongation in the cerebral normal-appearing white matter in multiple sclerosis. NeuroImage Mohit Neema, Daniel Goldberg-Zimring, Zachary D. Guss, Brian C. Healy, Charles R. G. Guttmann, Maria K. Houtchens, Howard L. Weiner, Mark A. Horsfield, David B. Hackney, David C. Alsop, Rohit Bakshi
2007	J	`jnl`	Incorporating Domain Knowledge Into the Fuzzy Connectedness Framework: Application to Brain Lesion Volume Estimation in Multiple Sclerosis. IEEE Trans. Medical Imaging Mark A. Horsfield, Rohit Bakshi, Marco Rovaris, Maria Assunta Rocca, Venkata S. R. Dandamudi, Paola Valsasina, Elda Judica, Fulvio Lucchini, Charles R. G. Guttmann, Maria Pia Sormani, Massimo Filippi
2007	J	`jnl`	MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information. Comput. Medical Imaging Graph. Julien Milles, Yue Min Zhu, Gérard Gimenez, Charles R. G. Guttmann, Isabelle E. Magnin
2006	J	`jnl`	Automated segmentation of multiple sclerosis lesion subtypes with multichannel MRI. NeuroImage Ying Wu, Simon K. Warfield, I. Leng Tan, William M. Wells III, Dominik S. Meier, Ronald A. van Schijndel, Frederik Barkhof, Charles R. G. Guttmann
2006	J	`jnl`	Computation of Transmitted and Received B1 Fields in Magnetic Resonance Imaging. IEEE Trans. Biomed. Eng. Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann
2006	J	`jnl`	MRI time series modeling of MS lesion development. NeuroImage Dominik S. Meier, Charles R. G. Guttmann
2004	J	`jnl`	A method for the analysis of the geometrical relationship between white matter pathology and the vascular architecture of the brain. NeuroImage Dorota Kozinska, Christopher M. Holland, Karl Krissian, Carl-Fredrik Westin, Charles R. G. Guttmann
2004	J	`jnl`	Functional MRI of auditory verbal working memory: long-term reproducibility analysis. NeuroImage Xingchang Wei, Seung-Schik Yoo, Chandlee C. Dickey, Kelly H. Zou, Charles R. G. Guttmann, Lawrence P. Panych
2004	B	`conf`	MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information. Image Processing Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann
2003	—	`conf`	Computation of transmitted and received B CARS Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann
2003	—	`conf`	Diffusion Tensor and Functional MRI Fusion with Anatomical MRI for Image-Guided Neurosurgery. MICCAI (1) Ion-Florin Talos, Lauren O'Donnell, Carl-Fredrik Westin, Simon K. Warfield, William M. Wells III, Seung-Schik Yoo, Lawrence P. Panych, Alexandra J. Golby, Hatsuho Mamata, Stefan S. Maier, Peter Ratiu, Charles R. G. Guttmann, Peter M. Black, Ferenc A. Jolesz, Ron Kikinis
2003	J	`jnl`	Functional MRI with variable echo time acquisition. NeuroImage Nan-kuei Chen, Svetlana Egorova, Charles R. G. Guttmann, Lawrence P. Panych
2003	A	`conf`	Holographic Video Display of Time-Series Volumetric Medical Data. IEEE Visualization Wendy Plesniak, Michael Halle, Steven D. Pieper, William M. Wells III, Marianna Jakab, Dominik S. Meier, Stephen A. Benton, Charles R. G. Guttmann, Ron Kikinis
2003	J	`jnl`	Selection of voxel size and slice orientation for fMRI in the presence of susceptibility field gradients: application to imaging of the amygdala. NeuroImage Nankuei Chen, Chandlee C. Dickey, Seung-Schik Yoo, Charles R. G. Guttmann, Lawrence P. Panych
2003	J	`jnl`	Time-series analysis of MRI intensity patterns in multiple sclerosis. NeuroImage Dominik S. Meier, Charles R. G. Guttmann
2002	—	`conf`	Automatic Statistical Identification of Neuroanatomical Abnormalities between Different Populations. MICCAI (1) Alexandre Guimond, Svetlana Egorova, Ronald J. Killiany, Marilyn S. Albert, Charles R. G. Guttmann
2002	—	`conf`	Deformable registration of DT-MRI data based on transformation invariant tensor characteristics. ISBI Alexandre Guimond, Charles R. G. Guttmann, Simon K. Warfield, Carl-Fredrik Westin
2001	A	`conf`	A Novel Nonrigid Registration Algorithm and Applications. MICCAI Jan Rexilius, Simon K. Warfield, Charles R. G. Guttmann, X. Wei, R. Benson, L. Wolfson, Martha Elizabeth Shenton, Heinz Handels, Ron Kikinis
2001	J	`jnl`	Multiresolution Data Acquisition and Detection in Functional MRI. NeuroImage Seung-Schik Yoo, Charles R. G. Guttmann, Lawrence P. Panych
2001	A	`conf`	Unsupervised and Adaptive Segmentation of Multispectral 3D Magnetic Resonance Images of Human Brain: A Generic Approach. MICCAI Chahin Pachai, Yue Min Zhu, Charles R. G. Guttmann, Ron Kikinis, Ferenc A. Jolesz, Gérard Gimenez, Jean-Claude Froment, Christian Confavreux, Simon K. Warfield
2000	J	`jnl`	Exploring the discrimination power of the time domain for segmentation and characterization of active lesions in serial MR data. Medical Image Anal. Guido Gerig, Daniel Welti, Charles R. G. Guttmann, Alan C. F. Colchester, Gábor Székely
1999	A	`conf`	3D Image Matching Using a Finite Element Based Elastic Deformation Model. MICCAI Matthieu Ferrant, Simon K. Warfield, Charles R. G. Guttmann, Robert V. Mulkern, Ferenc A. Jolesz, Ron Kikinis
1999	A	`conf`	Fractional Segmentation of White Matter. MICCAI Simon K. Warfield, Carl-Fredrik Westin, Charles R. G. Guttmann, Marilyn S. Albert, Ferenc A. Jolesz, Ron Kikinis
1998	A	`conf`	Exploring the Discrimination Power of the Time Domain for Segmentation and Characterization of Lesions in Serial MR Data. MICCAI Guido Gerig, Daniel Welti, Charles R. G. Guttmann, Alan C. F. Colchester, Gábor Székely
1998	A	`conf`	Feature-Based Registration of Medical Images: Estimation and Validation of the Pose Accuracy. MICCAI Xavier Pennec, Charles R. G. Guttmann, Jean-Philippe Thirion